The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 17, 2023
Filed:
May. 17, 2021
Applicant:
Snap Inc., Santa Monica, CA (US);
Inventors:
Xuehan Xiong, Los Angeles, CA (US);
Zehao Xue, Los Angeles, CA (US);
Assignee:
Snap Inc., Santa Monica, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/20 (2006.01); G06N 20/10 (2019.01); G06N 20/00 (2019.01); G06V 20/80 (2022.01); G06V 10/772 (2022.01); G06V 20/10 (2022.01); G06V 40/10 (2022.01);
U.S. Cl.
CPC ...
G06N 20/10 (2019.01); G06N 20/00 (2019.01); G06T 17/20 (2013.01); G06V 10/772 (2022.01); G06V 20/10 (2022.01); G06V 20/80 (2022.01); G06V 40/103 (2022.01); G06V 40/107 (2022.01);
Abstract
A machine learning scheme can be trained on a set of labeled training images of a subject in different poses, with different textures, and with different background environments. The label or marker data of the subject may be stored as metadata to a 3D model of the subject or rendered images of the subject. The machine learning scheme may be implemented as a supervised learning scheme that can automatically identify the labeled data to create a classification model. The classification model can classify a depicted subject in many different environments and arrangements (e.g., poses).